Last Updated
：2025/12/07
one-shot learning
Noun
uncountable
Japanese Meaning
コンピュータビジョン分野において、1つまたは少数のサンプルから対象物のカテゴリ分類を行う手法。 / 少ない学習サンプル（1例または少数例）を用いて、対象物またはクラスを認識・分類する学習方式。
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(computing) An object categorization problem, mainly in computer vision, involving the classification of objects based on one, or only a few, examples.
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one-shot learning
One-shot learning is a central challenge in computer vision because classifying new object categories from only one example requires powerful feature generalization.
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One-shot learning is a central challenge in computer vision because classifying new object categories from only one example requires powerful feature generalization.
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